Knowledge Tracing Machines: Factorization Machines for Knowledge Tracing

8 November 2018

Papers citing "Knowledge Tracing Machines: Factorization Machines for Knowledge Tracing"

17 / 17 papers shown

Title
AAKT: Enhancing Knowledge Tracing with Alternate Autoregressive Modeling Hao Zhou Wenge Rong Jianfei Zhang Qing Sun Y. Ouyang Zhang Xiong AI4Ed KELM 54 0 0 17 Feb 2025
Automated Knowledge Concept Annotation and Question Representation Learning for Knowledge Tracing Yilmazcan Ozyurt Stefan Feuerriegel Mrinmaya Sachan AI4Ed 52 1 0 02 Oct 2024
Evolutionary Neural Architecture Search for Transformer in Knowledge Tracing Shangshang Yang Xiaoshan Yu Ye Tian Xueming Yan Haiping Ma Xingyi Zhang ViT KELM AI4Ed 24 2 0 02 Oct 2023
No Length Left Behind: Enhancing Knowledge Tracing for Modeling Sequences of Excessive or Insufficient Lengths Moyu Zhang Xinning Zhu Chun-Xiao Zhang Feng Pan Wenchen Qian Hui Zhao 19 3 0 07 Aug 2023
Counterfactual Monotonic Knowledge Tracing for Assessing Students' Dynamic Mastery of Knowledge Concepts Moyu Zhang Xinning Zhu Chun-Xiao Zhang Wenchen Qian Feng Pan Hui Zhao OffRL 21 8 0 07 Aug 2023
Transition-Aware Multi-Activity Knowledge Tracing Siqian Zhao Chunpai Wang Shaghayegh Sherry Sahebi AI4Ed 14 5 0 26 Jan 2023
DGEKT: A Dual Graph Ensemble Learning Method for Knowledge Tracing C. Cui Yumo Yao Chunyun Zhang Hebo Ma Yuling Ma Z. Ren Chen Zhang James Ko AI4Ed 31 26 0 23 Nov 2022
Lost in Translation: Reimagining the Machine Learning Life Cycle in Education Lydia T. Liu Serena Wang Tolani A. Britton Rediet Abebe AI4Ed 21 1 0 08 Sep 2022
Prerequisite-driven Q-matrix Refinement for Learner Knowledge Assessment: A Case Study in Online Learning Context Wenbin Gan Y. Sun AI4Ed 14 2 0 24 Aug 2022
Cognitive Diagnosis with Explicit Student Vector Estimation and Unsupervised Question Matrix Learning Lu Dong Zhenhua Ling Qi Ling Zefeng Lai 17 2 0 01 Mar 2022
Knowledge Tracing: A Survey Ghodai M. Abdelrahman Qing Wang B. Nunes AI4Ed 26 193 0 08 Jan 2022
Explainable Student Performance Prediction With Personalized Attention for Explaining Why A Student Fails Kun Niu Xipeng Cao Yicong Yu 15 2 0 15 Oct 2021
Multi-Factors Aware Dual-Attentional Knowledge Tracing Moyu Zhang Xinning Zhu Chunhong Zhang Yang Ji Feng Pan Changchuan Yin AI4Ed 23 45 0 10 Aug 2021
RLTutor: Reinforcement Learning Based Adaptive Tutoring System by Modeling Virtual Student with Fewer Interactions Yoshiki Kubotani Yoshihiro Fukuhara Shigeo Morishima 14 5 0 31 Jul 2021
Context-Aware Attentive Knowledge Tracing Aritra Ghosh Neil T. Heffernan Andrew S. Lan AI4Ed HAI 13 363 0 24 Jul 2020
Towards Interpretable Deep Learning Models for Knowledge Tracing Yu Lu De-Wu Wang Qinggang Meng Penghe Chen 17 36 0 13 May 2020
Artificial Intelligence for Social Good: A Survey Zheyuan Ryan Shi Claire Wang Fei Fang AI4TS 32 81 0 07 Jan 2020